Acquiring Receptive Morphology: A Connectionist Model

Details Acquiring Receptive Morphology: A Connectionist Model Acquiring Receptive Morphology: A Connectionist Model

1994-05-27

arxiv.org/abs/cmp-lg/9405027v1

In Proceedings of ACL-94

Computer Science

Computation and Language

8 pages, Postscript file; extract with Unix uudecode and uncompress

Scientific paper

This paper describes a modular connectionist model of the acquisition of receptive inflectional morphology. The model takes inputs in the form of phones one at a time and outputs the associated roots and inflections. Simulations using artificial language stimuli demonstrate the capacity of the model to learn suffixation, prefixation, infixation, circumfixation, mutation, template, and deletion rules. Separate network modules responsible for syllables enable to the network to learn simple reduplication rules as well. The model also embodies constraints against association-line crossing.

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